- Add TECHNICAL_ANALYSIS_BASICS.md with complete indicator explanations - Add TA_QUICK_REFERENCE.md for quick lookup - Enhance AI analysis prompts with TA principles integration - Improve JSON response structure with dedicated analysis sections - Add cross-layout consensus analysis for higher confidence signals - Include timeframe-specific risk assessment and position sizing - Add educational content for RSI, MACD, EMAs, Stochastic RSI, VWAP, OBV - Implement layout-specific analysis (AI vs DIY layouts) - Add momentum, trend, and volume analysis separation - Update README with TA documentation references - Create implementation summary and test files
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Technical Analysis Basics - Indicator Guide
This guide explains how to read and interpret the technical indicators used in the AI-Powered Trading Bot Dashboard.
📊 Overview of Indicators by Layout
AI Layout Indicators:
- RSI (Relative Strength Index) - Top panel
- EMAs (Exponential Moving Averages) - On main chart
- MACD (Moving Average Convergence Divergence) - Bottom panel
- ATR Bands - On main chart
- SVP (Session Volume Profile) - On main chart
DIY Layout Indicators:
- Stochastic RSI - Top panel
- VWAP (Volume Weighted Average Price) - On main chart
- OBV (On-Balance Volume) - Bottom panel
- Smart Money Concepts - On main chart
🔍 AI Layout Indicators
1. RSI (Relative Strength Index)
Location: Top panel Purpose: Measures momentum and identifies overbought/oversold conditions
How to Read RSI:
- Range: 0-100
- Key Levels:
- Above 70 = OVERBOUGHT (potential sell signal)
- Below 30 = OVERSOLD (potential buy signal)
- 50 = Neutral midpoint
RSI Signals:
- Bullish Divergence: Price makes lower lows while RSI makes higher lows
- Bearish Divergence: Price makes higher highs while RSI makes lower highs
- Overbought Exit: RSI above 70 suggests potential reversal
- Oversold Entry: RSI below 30 suggests potential bounce
Trading Applications:
🟢 BUY Signal: RSI crosses above 30 from oversold territory
🔴 SELL Signal: RSI crosses below 70 from overbought territory
⚠️ WARNING: RSI above 80 or below 20 = extreme conditions
2. EMAs (Exponential Moving Averages)
Location: Main chart Purpose: Identify trend direction and dynamic support/resistance
EMA Periods Used:
- EMA 9 (Yellow) - Short-term trend
- EMA 20 (Orange) - Medium-term trend
- EMA 50 (Blue) - Intermediate trend
- EMA 200 (Red) - Long-term trend
How to Read EMAs:
- Price Above EMAs: Bullish trend
- Price Below EMAs: Bearish trend
- EMA Stack Order:
- Bullish: 9 > 20 > 50 > 200
- Bearish: 9 < 20 < 50 < 200
EMA Signals:
- Golden Cross: Shorter EMA crosses above longer EMA (bullish)
- Death Cross: Shorter EMA crosses below longer EMA (bearish)
- Dynamic Support: EMAs act as support in uptrends
- Dynamic Resistance: EMAs act as resistance in downtrends
Trading Applications:
🟢 BUY Signal: Price bounces off EMA 20 in uptrend
🔴 SELL Signal: Price breaks below EMA 20 in downtrend
📊 TREND: EMA stack order determines overall trend direction
3. MACD (Moving Average Convergence Divergence)
Location: Bottom panel Purpose: Identify momentum changes and trend reversals
MACD Components:
- MACD Line (Blue/Fast): 12 EMA - 26 EMA
- Signal Line (Red/Slow): 9 EMA of MACD line
- Histogram: Difference between MACD and Signal lines
- Zero Line: Centerline reference
How to Read MACD:
- Above Zero Line: Bullish momentum
- Below Zero Line: Bearish momentum
- Histogram Color:
- Green bars = Increasing bullish momentum
- Red bars = Increasing bearish momentum
MACD Signals:
- Bullish Crossover: MACD line crosses ABOVE signal line
- Bearish Crossover: MACD line crosses BELOW signal line
- Divergence: MACD direction differs from price direction
- Zero Line Cross: MACD crossing zero line confirms trend change
Trading Applications:
🟢 BUY Signal: MACD line crosses above signal line + green histogram
🔴 SELL Signal: MACD line crosses below signal line + red histogram
⚡ MOMENTUM: Histogram size shows strength of momentum
4. ATR Bands
Location: Main chart Purpose: Measure volatility and identify support/resistance zones
How to Read ATR Bands:
- Upper Band: Potential resistance level
- Lower Band: Potential support level
- Band Width: Indicates market volatility
- Price Position: Shows relative price strength
ATR Signals:
- Band Squeeze: Low volatility, potential breakout coming
- Band Expansion: High volatility, strong moves occurring
- Band Touch: Price touching bands often signals reversal
🎯 DIY Layout Indicators
1. Stochastic RSI
Location: Top panel Purpose: More sensitive momentum oscillator than regular RSI
How to Read Stochastic RSI:
- %K Line: Fast line (more reactive)
- %D Line: Slow line (smoothed %K)
- Key Levels:
- Above 80 = OVERBOUGHT
- Below 20 = OVERSOLD
- 50 = Neutral midpoint
Stochastic RSI Signals:
- Bullish Cross: %K crosses above %D in oversold territory
- Bearish Cross: %K crosses below %D in overbought territory
- Extreme Readings: Above 90 or below 10 = very strong signal
Trading Applications:
🟢 BUY Signal: %K crosses above %D below 20 level
🔴 SELL Signal: %K crosses below %D above 80 level
⚡ STRENGTH: More sensitive than regular RSI
2. VWAP (Volume Weighted Average Price)
Location: Main chart (thick line) Purpose: Shows average price weighted by volume
How to Read VWAP:
- Price Above VWAP: Bullish sentiment
- Price Below VWAP: Bearish sentiment
- VWAP as Support: Price bounces off VWAP in uptrend
- VWAP as Resistance: Price rejects from VWAP in downtrend
VWAP Signals:
- VWAP Reclaim: Price moves back above VWAP after being below
- VWAP Rejection: Price fails to break through VWAP
- VWAP Deviation: Large distance from VWAP suggests mean reversion
Trading Applications:
🟢 BUY Signal: Price reclaims VWAP with volume
🔴 SELL Signal: Price breaks below VWAP with volume
📊 FAIR VALUE: VWAP represents fair value for the session
3. OBV (On-Balance Volume)
Location: Bottom panel Purpose: Measures volume flow to confirm price movements
How to Read OBV:
- Rising OBV: Volume supporting price moves up
- Falling OBV: Volume supporting price moves down
- OBV Divergence: OBV direction differs from price direction
OBV Signals:
- Bullish Divergence: Price falls while OBV rises
- Bearish Divergence: Price rises while OBV falls
- Volume Confirmation: OBV confirms price breakouts
Trading Applications:
🟢 BUY Signal: OBV making new highs with price
🔴 SELL Signal: OBV diverging negatively from price
📊 VOLUME: OBV confirms the strength of price moves
4. Smart Money Concepts
Location: Main chart Purpose: Identify institutional supply/demand zones
How to Read Smart Money Concepts:
- Supply Zones: Areas where institutions sold (resistance)
- Demand Zones: Areas where institutions bought (support)
- Market Structure: Higher highs/lows or lower highs/lows
- Liquidity Zones: Areas with high volume activity
Smart Money Signals:
- Zone Retest: Price returns to test supply/demand zones
- Zone Break: Price breaks through significant zones
- Structure Break: Change in market structure pattern
📈 Multi-Layout Analysis Strategy
Cross-Layout Confirmation:
- AI Layout: Provides momentum and trend analysis
- DIY Layout: Provides volume and institutional flow analysis
- Consensus: When both layouts align, confidence increases
- Divergence: When layouts conflict, exercise caution
Risk Management Based on Indicators:
- Lower Timeframes (5m-15m): Use tight stops, higher leverage
- Higher Timeframes (4H+): Use wider stops, lower leverage
- Volatility Adjustment: Use ATR bands for stop placement
Entry Confirmation Checklist:
✅ RSI/Stoch RSI in appropriate zone
✅ MACD showing momentum alignment
✅ EMAs supporting trend direction
✅ VWAP position confirming bias
✅ OBV confirming volume flow
✅ Smart Money zones respecting levels
🚨 Common Mistakes to Avoid
- Over-reliance on Single Indicator: Always use multiple confirmations
- Ignoring Volume: Price moves without volume are often false signals
- Fighting the Trend: Don't trade against strong trending markets
- Ignoring Timeframes: Higher timeframes override lower timeframes
- No Risk Management: Always use stop losses and position sizing
🎯 Best Practices
- Wait for Confirmation: Don't jump on first signal
- Use Multiple Timeframes: Check higher timeframes for context
- Respect Key Levels: Support/resistance levels are critical
- Monitor Volume: Volume confirms price movements
- Practice Risk Management: Never risk more than you can afford to lose
This guide provides the foundation for understanding the technical indicators used in the AI-Powered Trading Bot Dashboard. Remember that no indicator is perfect, and combining multiple indicators with proper risk management is key to successful trading.